Breakout Autonomy and the Custom Context CV

Greg Twemlow's concept of the Trilogy of Intelligent Sovereignty is analysed, arguing that for AI to be truly useful and personalised, individuals must first define themselves through a Custom Context CV (C³). The author posits that this C³ acts as a critical layer enabling AI to understand and collaborate with a user's unique values, thinking style, and goals, moving beyond mere automation. He references a study indicating that personalised AI significantly outperforms non-personalised AI and even humans in persuasive tasks, supporting the need for this contextualisation. The article also outlines the three books in the trilogy, each exploring different facets of intelligent sovereignty in the age of AI. Read the article.About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).